Search Results for author: Mirza Omer Beg

Found 7 papers, 1 papers with code

Towards MLOps: A DevOps Tools Recommender System for Machine Learning System

no code implementations20 Feb 2024 Pir Sami Ullah Shah, Naveed Ahmad, Mirza Omer Beg

Applying DevOps practices to machine learning system is termed as MLOps and machine learning systems evolve on new data unlike traditional systems on requirements.

Recommendation Systems

Bilingual Language Modeling, A transfer learning technique for Roman Urdu

no code implementations22 Feb 2021 Usama Khalid, Mirza Omer Beg, Muhammad Umair Arshad

We train Monolingual, Multilingual, and Bilingual models of Roman Urdu - the proposed bilingual model achieves 23% accuracy compared to the 2% and 11% of the monolingual and multilingual models respectively in the Masked Language Modeling (MLM) task.

Cross-Lingual Transfer Language Modelling +2

Co-occurrences using Fasttext embeddings for word similarity tasks in Urdu

1 code implementation22 Feb 2021 Usama Khalid, Aizaz Hussain, Muhammad Umair Arshad, Waseem Shahzad, Mirza Omer Beg

In this paper, we have built a corpus for Urdu by scraping and integrating data from various sources and compiled a vocabulary for the Urdu language.

Word Embeddings Word Similarity

Few Shot Learning for Information Verification

no code implementations22 Feb 2021 Usama Khalid, Mirza Omer Beg

Information verification is quite a challenging task, this is because many times verifying a claim can require picking pieces of information from multiple pieces of evidence which can have a hierarchy of complex semantic relations.

Few-Shot Learning

RUBERT: A Bilingual Roman Urdu BERT Using Cross Lingual Transfer Learning

no code implementations22 Feb 2021 Usama Khalid, Mirza Omer Beg, Muhammad Umair Arshad

It is also a well-known fact that training and maintaining monolingual models for each language is a costly and time-consuming process.

Cross-Lingual Transfer Transfer Learning

Detecting Compliance of Privacy Policies with Data Protection Laws

no code implementations21 Feb 2021 Ayesha Qamar, Tehreem Javed, Mirza Omer Beg

Privacy Policies are the legal documents that describe the practices that an organization or company has adopted in the handling of the personal data of its users.

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